Pandas Profiling Report

Dataset statistics

Number of variables	34
Number of observations	68724
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	18.1 MiB
Average record size in memory	276.0 B

Variable types

Numeric	15
Categorical	19

Alerts

`antiguidade` is highly overall correlated with `distancia_puerta_sol`	High correlation
`area_construida` is highly overall correlated with `n_banos` and 2 other fields	High correlation
`ascensor` is highly overall correlated with `precio`	High correlation
`cat_calidad` is highly overall correlated with `precio`	High correlation
`cat_n_max_pisos` is highly overall correlated with `cat_n_vecinos`	High correlation
`cat_n_vecinos` is highly overall correlated with `cat_n_max_pisos`	High correlation
`distancia_castellana` is highly overall correlated with `distancia_puerta_sol`	High correlation
`distancia_puerta_sol` is highly overall correlated with `antiguidade` and 1 other fields	High correlation
`jardin` is highly overall correlated with `piscina`	High correlation
`n_banos` is highly overall correlated with `area_construida` and 2 other fields	High correlation
`n_habitaciones` is highly overall correlated with `area_construida` and 1 other fields	High correlation
`parking` is highly overall correlated with `piscina`	High correlation
`piscina` is highly overall correlated with `jardin` and 1 other fields	High correlation
`precio` is highly overall correlated with `area_construida` and 3 other fields	High correlation
`amueblado` is highly imbalanced (79.4%)	Imbalance
`orientacion_n` is highly imbalanced (50.1%)	Imbalance
`duplex` is highly imbalanced (82.5%)	Imbalance
`estudio` is highly imbalanced (81.6%)	Imbalance
`arico` is highly imbalanced (84.4%)	Imbalance
`precio_parking` is highly skewed (γ1 = 54.93360033)	Skewed
`distancia_puerta_sol` is highly skewed (γ1 = 34.8675567)	Skewed
`distancia_metro` is highly skewed (γ1 = 212.939587)	Skewed
`distancia_castellana` is highly skewed (γ1 = 53.16800217)	Skewed
`n_habitaciones` has 1985 (2.9%) zeros	Zeros
`n_piso` has 7619 (11.1%) zeros	Zeros

Reproduction

Analysis started	2024-02-11 21:11:54.585007
Analysis finished	2024-02-11 21:13:56.647190
Duration	2 minutes and 2.06 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

precio
Real number (ℝ)

HIGH CORRELATION

Distinct	2545
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	396182.98

Minimum	24000
Maximum	8133000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	24000
5-th percentile	98000
Q1	160000
median	264000
Q3	464000
95-th percentile	1145000
Maximum	8133000
Range	8109000
Interquartile range (IQR)	304000

Descriptive statistics

Standard deviation	416577.62
Coefficient of variation (CV)	1.0514778
Kurtosis	28.768612
Mean	396182.98
Median Absolute Deviation (MAD)	124000
Skewness	4.0246971
Sum	2.7227279 × 10¹⁰
Variance	1.7353692 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
137000	333	0.5%
127000	319	0.5%
128000	305	0.4%
138000	296	0.4%
130000	287	0.4%
158000	281	0.4%
157000	279	0.4%
162000	279	0.4%
133000	276	0.4%
142000	274	0.4%
Other values (2535)	65795	95.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
24000	2	< 0.1%
25000	1	< 0.1%
29000	3	< 0.1%
33000	3	< 0.1%
34000	1	< 0.1%
35000	1	< 0.1%
36000	2	< 0.1%
38000	1	< 0.1%
39000	5	< 0.1%
40000	4	< 0.1%

Value	Count	Frequency (%)
8133000	1	< 0.1%
7124000	1	< 0.1%
7044000	1	< 0.1%
7018000	1	< 0.1%
6996000	1	< 0.1%
6970000	1	< 0.1%
6848000	1	< 0.1%
6829000	1	< 0.1%
6729000	1	< 0.1%
6702000	1	< 0.1%

area_construida
Real number (ℝ)

HIGH CORRELATION

Distinct	537
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	100.98017

Minimum	21
Maximum	951
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	21
5-th percentile	40
Q1	62
median	83
Q3	117
95-th percentile	225
Maximum	951
Range	930
Interquartile range (IQR)	55

Descriptive statistics

Standard deviation	66.157082
Coefficient of variation (CV)	0.65514927
Kurtosis	15.600991
Mean	100.98017
Median Absolute Deviation (MAD)	25
Skewness	3.0374757
Sum	6939761
Variance	4376.7595
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	2351	3.4%
70	2211	3.2%
80	1997	2.9%
65	1791	2.6%
75	1774	2.6%
90	1626	2.4%
50	1452	2.1%
100	1437	2.1%
55	1281	1.9%
110	1169	1.7%
Other values (527)	51635	75.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
21	46	0.1%
22	44	0.1%
23	42	0.1%
24	54	0.1%
25	174	0.3%
26	51	0.1%
27	101	0.1%
28	114	0.2%
29	56	0.1%
30	492	0.7%

Value	Count	Frequency (%)
951	1	< 0.1%
941	1	< 0.1%
934	1	< 0.1%
894	1	< 0.1%
885	1	< 0.1%
850	1	< 0.1%
847	1	< 0.1%
806	1	< 0.1%
805	3	< 0.1%
801	1	< 0.1%

n_habitaciones
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.580234

Minimum	0
Maximum	93
Zeros	1985
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	93
Range	93
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2625033
Coefficient of variation (CV)	0.48929799
Kurtosis	392.03907
Mean	2.580234
Median Absolute Deviation (MAD)	1
Skewness	6.3408376
Sum	177324
Variance	1.5939146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
3	24488	35.6%
2	20790	30.3%
1	9640	14.0%
4	8422	12.3%
5	2427	3.5%
0	1985	2.9%
6	566	0.8%
7	202	0.3%
8	111	0.2%
9	30	< 0.1%
Other values (11)	63	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1985	2.9%
1	9640	14.0%
2	20790	30.3%
3	24488	35.6%
4	8422	12.3%
5	2427	3.5%
6	566	0.8%
7	202	0.3%
8	111	0.2%
9	30	< 0.1%

Value	Count	Frequency (%)
93	1	< 0.1%
33	1	< 0.1%
20	2	< 0.1%
18	2	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
14	4	< 0.1%
13	4	< 0.1%
12	12	< 0.1%
11	14	< 0.1%

n_banos
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5828677

Minimum	0
Maximum	20
Zeros	45
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	3
Maximum	20
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.845595
Coefficient of variation (CV)	0.5342171
Kurtosis	17.508376
Mean	1.5828677
Median Absolute Deviation (MAD)	0
Skewness	2.5734326
Sum	108781
Variance	0.7150309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	39024	56.8%
2	22629	32.9%
3	4737	6.9%
4	1569	2.3%
5	540	0.8%
6	112	0.2%
0	45	0.1%
7	20	< 0.1%
8	15	< 0.1%
11	13	< 0.1%
Other values (8)	20	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45	0.1%
1	39024	56.8%
2	22629	32.9%
3	4737	6.9%
4	1569	2.3%
5	540	0.8%
6	112	0.2%
7	20	< 0.1%
8	15	< 0.1%
9	5	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
18	1	< 0.1%
16	1	< 0.1%
14	2	< 0.1%
13	2	< 0.1%
12	2	< 0.1%
11	13	< 0.1%
10	6	< 0.1%
9	5	< 0.1%
8	15	< 0.1%

terraza
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	43502
1	25222

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	43502	63.3%
1	25222	36.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	43502	63.3%
1	25222	36.7%

Most occurring characters

Value	Count	Frequency (%)
0	43502	63.3%
1	25222	36.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	43502	63.3%
1	25222	36.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	43502	63.3%
1	25222	36.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	43502	63.3%
1	25222	36.7%

ascensor
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

1	48590
0	20134

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	48590	70.7%
0	20134	29.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	48590	70.7%
0	20134	29.3%

Most occurring characters

Value	Count	Frequency (%)
1	48590	70.7%
0	20134	29.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	48590	70.7%
0	20134	29.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	48590	70.7%
0	20134	29.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	48590	70.7%
0	20134	29.3%

aire_acondicionado
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	37118
1	31606

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	37118	54.0%
1	31606	46.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	37118	54.0%
1	31606	46.0%

Most occurring characters

Value	Count	Frequency (%)
0	37118	54.0%
1	31606	46.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	37118	54.0%
1	31606	46.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	37118	54.0%
1	31606	46.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	37118	54.0%
1	31606	46.0%

amueblado
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

3	65201
2	2877
1	646

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	65201	94.9%
2	2877	4.2%
1	646	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	65201	94.9%
2	2877	4.2%
1	646	0.9%

Most occurring characters

Value	Count	Frequency (%)
3	65201	94.9%
2	2877	4.2%
1	646	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	65201	94.9%
2	2877	4.2%
1	646	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	65201	94.9%
2	2877	4.2%
1	646	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	65201	94.9%
2	2877	4.2%
1	646	0.9%

parking
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	53546
1	15178

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	53546	77.9%
1	15178	22.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	53546	77.9%
1	15178	22.1%

Most occurring characters

Value	Count	Frequency (%)
0	53546	77.9%
1	15178	22.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	53546	77.9%
1	15178	22.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	53546	77.9%
1	15178	22.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	53546	77.9%
1	15178	22.1%

precio_parking
Real number (ℝ)

SKEWED

Distinct	141
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	745.69232

Minimum	1
Maximum	925001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	925001
Range	925000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8147.149
Coefficient of variation (CV)	10.925617
Kurtosis	5030.4191
Mean	745.69232
Median Absolute Deviation (MAD)	0
Skewness	54.9336
Sum	51246959
Variance	66376037
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	67072	97.6%
20001	172	0.3%
30001	159	0.2%
25001	142	0.2%
15001	139	0.2%
40001	102	0.1%
50001	90	0.1%
45001	66	0.1%
35001	56	0.1%
60001	43	0.1%
Other values (131)	683	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	67072	97.6%
2	6	< 0.1%
6	2	< 0.1%
7	1	< 0.1%
11	2	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
26	3	< 0.1%
41	4	< 0.1%
51	4	< 0.1%

Value	Count	Frequency (%)
925001	1	< 0.1%
770001	1	< 0.1%
750001	1	< 0.1%
510001	1	< 0.1%
450001	1	< 0.1%
275001	1	< 0.1%
250001	1	< 0.1%
231001	1	< 0.1%
220001	1	< 0.1%
150001	1	< 0.1%

orientacion_n
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	61175
1	7549

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	61175	89.0%
1	7549	11.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	61175	89.0%
1	7549	11.0%

Most occurring characters

Value	Count	Frequency (%)
0	61175	89.0%
1	7549	11.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	61175	89.0%
1	7549	11.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	61175	89.0%
1	7549	11.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	61175	89.0%
1	7549	11.0%

orientacion_s
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	51899
1	16825

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	51899	75.5%
1	16825	24.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	51899	75.5%
1	16825	24.5%

Most occurring characters

Value	Count	Frequency (%)
0	51899	75.5%
1	16825	24.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	51899	75.5%
1	16825	24.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	51899	75.5%
1	16825	24.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	51899	75.5%
1	16825	24.5%

orientacion_e
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	54449
1	14275

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	54449	79.2%
1	14275	20.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	54449	79.2%
1	14275	20.8%

Most occurring characters

Value	Count	Frequency (%)
0	54449	79.2%
1	14275	20.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	54449	79.2%
1	14275	20.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	54449	79.2%
1	14275	20.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	54449	79.2%
1	14275	20.8%

orientacion_o
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	58371
1	10353

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	58371	84.9%
1	10353	15.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	58371	84.9%
1	10353	15.1%

Most occurring characters

Value	Count	Frequency (%)
0	58371	84.9%
1	10353	15.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	58371	84.9%
1	10353	15.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	58371	84.9%
1	10353	15.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	58371	84.9%
1	10353	15.1%

trastero
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	51228
1	17496

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	51228	74.5%
1	17496	25.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	51228	74.5%
1	17496	25.5%

Most occurring characters

Value	Count	Frequency (%)
0	51228	74.5%
1	17496	25.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	51228	74.5%
1	17496	25.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	51228	74.5%
1	17496	25.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	51228	74.5%
1	17496	25.5%

armarios
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

1	41397
0	27327

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	41397	60.2%
0	27327	39.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	41397	60.2%
0	27327	39.8%

Most occurring characters

Value	Count	Frequency (%)
1	41397	60.2%
0	27327	39.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	41397	60.2%
0	27327	39.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	41397	60.2%
0	27327	39.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	41397	60.2%
0	27327	39.8%

piscina
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	59083
1	9641

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	59083	86.0%
1	9641	14.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	59083	86.0%
1	9641	14.0%

Most occurring characters

Value	Count	Frequency (%)
0	59083	86.0%
1	9641	14.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	59083	86.0%
1	9641	14.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	59083	86.0%
1	9641	14.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	59083	86.0%
1	9641	14.0%

portero
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	50669
1	18055

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	50669	73.7%
1	18055	26.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	50669	73.7%
1	18055	26.3%

Most occurring characters

Value	Count	Frequency (%)
0	50669	73.7%
1	18055	26.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	50669	73.7%
1	18055	26.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	50669	73.7%
1	18055	26.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	50669	73.7%
1	18055	26.3%

jardin
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	56265
1	12459

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	56265	81.9%
1	12459	18.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	56265	81.9%
1	12459	18.1%

Most occurring characters

Value	Count	Frequency (%)
0	56265	81.9%
1	12459	18.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	56265	81.9%
1	12459	18.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	56265	81.9%
1	12459	18.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	56265	81.9%
1	12459	18.1%

duplex
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	66924
1	1800

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	66924	97.4%
1	1800	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	66924	97.4%
1	1800	2.6%

Most occurring characters

Value	Count	Frequency (%)
0	66924	97.4%
1	1800	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	66924	97.4%
1	1800	2.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	66924	97.4%
1	1800	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	66924	97.4%
1	1800	2.6%

estudio
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	66797
1	1927

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	66797	97.2%
1	1927	2.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	66797	97.2%
1	1927	2.8%

Most occurring characters

Value	Count	Frequency (%)
0	66797	97.2%
1	1927	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	66797	97.2%
1	1927	2.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	66797	97.2%
1	1927	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	66797	97.2%
1	1927	2.8%

arico
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

0	67163
1	1561

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	67163	97.7%
1	1561	2.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	67163	97.7%
1	1561	2.3%

Most occurring characters

Value	Count	Frequency (%)
0	67163	97.7%
1	1561	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	67163	97.7%
1	1561	2.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	67163	97.7%
1	1561	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	67163	97.7%
1	1561	2.3%

n_piso
Real number (ℝ)

ZEROS

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7551801

Minimum	-1
Maximum	11
Zeros	7619
Zeros (%)	11.1%
Negative	710
Negative (%)	1.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	1
median	2
Q3	4
95-th percentile	7
Maximum	11
Range	12
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.2614943
Coefficient of variation (CV)	0.82081539
Kurtosis	1.5642152
Mean	2.7551801
Median Absolute Deviation (MAD)	1
Skewness	1.1514176
Sum	189347
Variance	5.1143563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
1	15329	22.3%
2	12856	18.7%
3	11088	16.1%
4	8828	12.8%
0	7619	11.1%
5	4661	6.8%
6	2878	4.2%
7	1854	2.7%
8	1146	1.7%
11	792	1.2%
Other values (3)	1673	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	710	1.0%
0	7619	11.1%
1	15329	22.3%
2	12856	18.7%
3	11088	16.1%
4	8828	12.8%
5	4661	6.8%
6	2878	4.2%
7	1854	2.7%
8	1146	1.7%

Value	Count	Frequency (%)
11	792	1.2%
10	342	0.5%
9	621	0.9%
8	1146	1.7%
7	1854	2.7%
6	2878	4.2%
5	4661	6.8%
4	8828	12.8%
3	11088	16.1%
2	12856	18.7%

cat_n_max_pisos
Real number (ℝ)

HIGH CORRELATION

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.393487

Minimum	0
Maximum	26
Zeros	73
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	5
median	6
Q3	8
95-th percentile	12
Maximum	26
Range	26
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.8491185
Coefficient of variation (CV)	0.44562827
Kurtosis	5.7615344
Mean	6.393487
Median Absolute Deviation (MAD)	1
Skewness	1.7585823
Sum	439386
Variance	8.1174763
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
5	15386	22.4%
7	10091	14.7%
4	9991	14.5%
6	9812	14.3%
8	6938	10.1%
3	3914	5.7%
9	3724	5.4%
10	2091	3.0%
2	1306	1.9%
11	1143	1.7%
Other values (16)	4328	6.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	73	0.1%
1	416	0.6%
2	1306	1.9%
3	3914	5.7%
4	9991	14.5%
5	15386	22.4%
6	9812	14.3%
7	10091	14.7%
8	6938	10.1%
9	3724	5.4%

Value	Count	Frequency (%)
26	32	< 0.1%
25	21	< 0.1%
23	67	0.1%
22	48	0.1%
21	125	0.2%
20	73	0.1%
19	13	< 0.1%
18	68	0.1%
17	222	0.3%
16	184	0.3%

cat_n_vecinos
Real number (ℝ)

HIGH CORRELATION

Distinct	328
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.755311

Minimum	1
Maximum	1499
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	12
median	21
Q3	39
95-th percentile	138
Maximum	1499
Range	1498
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	53.272563
Coefficient of variation (CV)	1.3745874
Kurtosis	33.288602
Mean	38.755311
Median Absolute Deviation (MAD)	11
Skewness	4.3455507
Sum	2663420
Variance	2837.9659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11	3461	5.0%
21	3006	4.4%
9	2797	4.1%
13	2404	3.5%
17	2079	3.0%
16	2010	2.9%
15	1821	2.6%
7	1817	2.6%
14	1774	2.6%
10	1738	2.5%
Other values (318)	45817	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	487	0.7%
2	775	1.1%
3	802	1.2%
4	957	1.4%
5	1055	1.5%
6	846	1.2%
7	1817	2.6%
8	1115	1.6%
9	2797	4.1%
10	1738	2.5%

Value	Count	Frequency (%)
1499	1	< 0.1%
724	16	< 0.1%
701	1	< 0.1%
638	4	< 0.1%
574	33	< 0.1%
518	1	< 0.1%
512	1	< 0.1%
503	8	< 0.1%
501	8	< 0.1%
478	15	< 0.1%

cat_calidad
Real number (ℝ)

HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8419038

Minimum	0
Maximum	9
Zeros	282
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	4
median	5
Q3	6
95-th percentile	7
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4532837
Coefficient of variation (CV)	0.30014717
Kurtosis	-0.022485242
Mean	4.8419038
Median Absolute Deviation (MAD)	1
Skewness	-0.055044988
Sum	332755
Variance	2.1120336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4	17948	26.1%
5	15357	22.3%
6	14807	21.5%
3	9018	13.1%
7	7381	10.7%
2	1993	2.9%
8	1069	1.6%
1	468	0.7%
9	401	0.6%
0	282	0.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	282	0.4%
1	468	0.7%
2	1993	2.9%
3	9018	13.1%
4	17948	26.1%
5	15357	22.3%
6	14807	21.5%
7	7381	10.7%
8	1069	1.6%
9	401	0.6%

Value	Count	Frequency (%)
9	401	0.6%
8	1069	1.6%
7	7381	10.7%
6	14807	21.5%
5	15357	22.3%
4	17948	26.1%
3	9018	13.1%
2	1993	2.9%
1	468	0.7%
0	282	0.4%

distancia_puerta_sol
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	68671
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4239086

Minimum	0.0076465716
Maximum	415.75258
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0.0076465716
5-th percentile	0.757535
Q1	2.3599428
median	4.0346406
Q3	6.1328881
95-th percentile	9.0781218
Maximum	415.75258
Range	415.74494
Interquartile range (IQR)	3.7729454

Descriptive statistics

Standard deviation	3.0851471
Coefficient of variation (CV)	0.6973804
Kurtosis	4596.7434
Mean	4.4239086
Median Absolute Deviation (MAD)	1.8188619
Skewness	34.867557
Sum	304028.7
Variance	9.5181329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.89496767	2	< 0.1%
1.951229271	2	< 0.1%
4.604657717	2	< 0.1%
5.128974519	2	< 0.1%
4.692164706	2	< 0.1%
8.678312755	2	< 0.1%
2.345176122	2	< 0.1%
2.557221127	2	< 0.1%
0.8146167651	2	< 0.1%
7.522194534	2	< 0.1%
Other values (68661)	68704	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.007646571605	1	< 0.1%
0.01703500572	1	< 0.1%
0.01994969235	1	< 0.1%
0.02546122988	1	< 0.1%
0.02558615768	1	< 0.1%
0.02854700518	1	< 0.1%
0.02911750986	1	< 0.1%
0.03200618324	1	< 0.1%
0.03215794221	1	< 0.1%
0.03256324357	1	< 0.1%

Value	Count	Frequency (%)
415.7525844	1	< 0.1%
14.04881782	1	< 0.1%
13.96898197	1	< 0.1%
13.40740891	1	< 0.1%
13.36091782	1	< 0.1%
13.34529239	1	< 0.1%
13.31904647	1	< 0.1%
13.30643156	1	< 0.1%
13.27655199	1	< 0.1%
13.24294284	1	< 0.1%

distancia_metro
Real number (ℝ)

SKEWED

Distinct	68532
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.46978629

Minimum	0.0014160887
Maximum	399.47737
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0.0014160887
5-th percentile	0.094901557
Q1	0.21109507
median	0.32726675
Q3	0.51365435
95-th percentile	1.1661692
Maximum	399.47737
Range	399.47595
Interquartile range (IQR)	0.30255928

Descriptive statistics

Standard deviation	1.6320414
Coefficient of variation (CV)	3.474008
Kurtosis	51989.837
Mean	0.46978629
Median Absolute Deviation (MAD)	0.13738973
Skewness	212.93959
Sum	32285.593
Variance	2.663559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1351915238	3	< 0.1%
0.2808148905	2	< 0.1%
0.05243663977	2	< 0.1%
0.6235387197	2	< 0.1%
0.23724794	2	< 0.1%
0.2153036321	2	< 0.1%
0.1920359235	2	< 0.1%
0.1986262657	2	< 0.1%
0.101487036	2	< 0.1%
0.3389193947	2	< 0.1%
Other values (68522)	68703	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001416088655	2	< 0.1%
0.002588903776	1	< 0.1%
0.004017688228	1	< 0.1%
0.004132945902	1	< 0.1%
0.004376046082	1	< 0.1%
0.004477056832	1	< 0.1%
0.004687972017	1	< 0.1%
0.004969505909	1	< 0.1%
0.004995792581	1	< 0.1%
0.005002116943	1	< 0.1%

Value	Count	Frequency (%)
399.4773665	1	< 0.1%
9.42521385	1	< 0.1%
9.334654359	1	< 0.1%
9.329834263	1	< 0.1%
8.98225003	1	< 0.1%
8.969796872	1	< 0.1%
8.910706764	1	< 0.1%
8.901006008	1	< 0.1%
8.894902948	1	< 0.1%
8.889994953	1	< 0.1%

distancia_castellana
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	68667
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6269668

Minimum	0.0014350974
Maximum	412.80369
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0.0014350974
5-th percentile	0.26145458
Q1	1.016944
median	1.9046783
Q3	3.7710503
95-th percentile	7.018666
Maximum	412.80369
Range	412.80225
Interquartile range (IQR)	2.7541063

Descriptive statistics

Standard deviation	2.6740629
Coefficient of variation (CV)	1.0179279
Kurtosis	8055.0266
Mean	2.6269668
Median Absolute Deviation (MAD)	1.1576681
Skewness	53.168002
Sum	180535.67
Variance	7.1506123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03652147671	2	< 0.1%
0.03723037431	2	< 0.1%
1.151967651	2	< 0.1%
0.7313259386	2	< 0.1%
1.693900624	2	< 0.1%
9.352469146	2	< 0.1%
1.942870881	2	< 0.1%
1.577289494	2	< 0.1%
1.179946374	2	< 0.1%
1.198837622	2	< 0.1%
Other values (68657)	68704	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.001435097407	1	< 0.1%
0.004269475612	1	< 0.1%
0.004322044394	1	< 0.1%
0.007929002888	1	< 0.1%
0.008344202002	1	< 0.1%
0.008422856558	1	< 0.1%
0.008501845916	1	< 0.1%
0.008559026743	1	< 0.1%
0.008597461344	1	< 0.1%
0.008622640052	1	< 0.1%

Value	Count	Frequency (%)
412.8036884	1	< 0.1%
12.43845321	1	< 0.1%
12.381502	1	< 0.1%
12.299799	1	< 0.1%
12.27600563	1	< 0.1%
12.25727181	1	< 0.1%
12.23682269	1	< 0.1%
12.18381017	1	< 0.1%
12.17743325	1	< 0.1%
12.01493561	1	< 0.1%

longitud
Real number (ℝ)

Distinct	68671
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.6867962

Minimum	-3.8336106
Maximum	-2.7533027
Zeros	0
Zeros (%)	0.0%
Negative	68724
Negative (%)	100.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	-3.8336106
5-th percentile	-3.7470925
Q1	-3.7084081
median	-3.6942903
Q3	-3.6668084
95-th percentile	-3.6135995
Maximum	-2.7533027
Range	1.0803079
Interquartile range (IQR)	0.0415997

Descriptive statistics

Standard deviation	0.03850884
Coefficient of variation (CV)	-0.010445069
Kurtosis	5.5988563
Mean	-3.6867962
Median Absolute Deviation (MAD)	0.020476191
Skewness	0.57852802
Sum	-253371.38
Variance	0.0014829308
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.672510993	2	< 0.1%
-3.690526127	2	< 0.1%
-3.690859736	2	< 0.1%
-3.676314807	2	< 0.1%
-3.668018161	2	< 0.1%
-3.779258617	2	< 0.1%
-3.693759497	2	< 0.1%
-3.678092955	2	< 0.1%
-3.704693733	2	< 0.1%
-3.696057981	2	< 0.1%
Other values (68661)	68704	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.833610625	1	< 0.1%
-3.832513838	1	< 0.1%
-3.832442618	1	< 0.1%
-3.827888505	1	< 0.1%
-3.827372412	1	< 0.1%
-3.826758638	1	< 0.1%
-3.826652233	1	< 0.1%
-3.826628998	1	< 0.1%
-3.826500882	1	< 0.1%
-3.825939023	1	< 0.1%

Value	Count	Frequency (%)
-2.75330272	1	< 0.1%
-3.542727613	1	< 0.1%
-3.543174003	1	< 0.1%
-3.547284336	1	< 0.1%
-3.547713871	1	< 0.1%
-3.548037968	1	< 0.1%
-3.550122513	1	< 0.1%
-3.550398228	1	< 0.1%
-3.550431233	1	< 0.1%
-3.550480353	1	< 0.1%

latitud
Real number (ℝ)

Distinct	68671
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.4212

Minimum	36.756391
Maximum	40.520637
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	36.756391
5-th percentile	40.36764
Q1	40.397631
median	40.423413
Q3	40.441565
95-th percentile	40.476427
Maximum	40.520637
Range	3.7642454
Interquartile range (IQR)	0.043933657

Descriptive statistics

Standard deviation	0.036039637
Coefficient of variation (CV)	0.00089160237
Kurtosis	1555.0343
Mean	40.4212
Median Absolute Deviation (MAD)	0.022077181
Skewness	-15.280213
Sum	2777906.5
Variance	0.0012988555
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.40614489	2	< 0.1%
40.40226391	2	< 0.1%
40.45676653	2	< 0.1%
40.45764533	2	< 0.1%
40.44876566	2	< 0.1%
40.46930339	2	< 0.1%
40.39695623	2	< 0.1%
40.40455372	2	< 0.1%
40.4093046	2	< 0.1%
40.48390637	2	< 0.1%
Other values (68661)	68704	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.7563914	1	< 0.1%
40.32868222	1	< 0.1%
40.32870614	1	< 0.1%
40.33165199	1	< 0.1%
40.33169949	1	< 0.1%
40.33212122	1	< 0.1%
40.33212891	1	< 0.1%
40.33214619	1	< 0.1%
40.33222099	1	< 0.1%
40.33231457	1	< 0.1%

Value	Count	Frequency (%)
40.52063684	1	< 0.1%
40.52034852	1	< 0.1%
40.5202431	1	< 0.1%
40.52006389	1	< 0.1%
40.51983257	1	< 0.1%
40.51975356	1	< 0.1%
40.51959642	1	< 0.1%
40.51938411	1	< 0.1%
40.51918941	1	< 0.1%
40.51917036	1	< 0.1%

interior
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

1	59212
0	9512

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	59212	86.2%
0	9512	13.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	59212	86.2%
0	9512	13.8%

Most occurring characters

Value	Count	Frequency (%)
1	59212	86.2%
0	9512	13.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	59212	86.2%
0	9512	13.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	59212	86.2%
0	9512	13.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	59212	86.2%
0	9512	13.8%

status_inmueble
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.0 MiB

2	53883
3	13140
1	1701

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	68724
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	2
3rd row	2
4th row	2
5th row	3

Common Values

Value	Count	Frequency (%)
2	53883	78.4%
3	13140	19.1%
1	1701	2.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	53883	78.4%
3	13140	19.1%
1	1701	2.5%

Most occurring characters

Value	Count	Frequency (%)
2	53883	78.4%
3	13140	19.1%
1	1701	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	68724	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	53883	78.4%
3	13140	19.1%
1	1701	2.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	68724	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	53883	78.4%
3	13140	19.1%
1	1701	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68724	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	53883	78.4%
3	13140	19.1%
1	1701	2.5%

antiguidade
Real number (ℝ)

HIGH CORRELATION

Distinct	167
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52.842704

Minimum	0
Maximum	391
Zeros	575
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	1.0 MiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	35
median	51
Q3	63
95-th percentile	118
Maximum	391
Range	391
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	28.948525
Coefficient of variation (CV)	0.54782444
Kurtosis	1.5483281
Mean	52.842704
Median Absolute Deviation (MAD)	14
Skewness	0.77869994
Sum	3631562
Variance	838.01708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	4388	6.4%
53	3535	5.1%
48	3432	5.0%
118	2533	3.7%
68	1594	2.3%
78	1524	2.2%
49	1445	2.1%
50	1400	2.0%
88	1378	2.0%
52	1303	1.9%
Other values (157)	46192	67.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	575	0.8%
1	286	0.4%
2	97	0.1%
3	123	0.2%
4	270	0.4%
5	126	0.2%
6	149	0.2%
7	120	0.2%
8	288	0.4%
9	388	0.6%

Value	Count	Frequency (%)
391	1	< 0.1%
363	1	< 0.1%
326	1	< 0.1%
322	1	< 0.1%
318	1	< 0.1%
295	1	< 0.1%
288	1	< 0.1%
238	1	< 0.1%
218	6	< 0.1%
198	1	< 0.1%

Auto

Heatmap
Table

	aire_acondicionado	amueblado	antiguidade	area_construida	arico	armarios	ascensor	cat_calidad	cat_n_max_pisos	cat_n_vecinos	distancia_castellana	distancia_metro	distancia_puerta_sol	duplex	estudio	interior	jardin	latitud	longitud	n_banos	n_habitaciones	n_piso	orientacion_e	orientacion_n	orientacion_o	orientacion_s	parking	piscina	portero	precio	precio_parking	status_inmueble	terraza	trastero
aire_acondicionado	1.000	0.043	-0.132	0.127	0.052	0.334	0.138	-0.140	0.047	0.069	-0.029	0.022	0.015	0.074	0.023	0.056	0.144	0.060	0.047	0.153	-0.037	0.127	0.085	0.043	0.077	0.092	0.171	0.148	0.165	0.205	0.053	0.293	0.044	0.135
amueblado	0.043	1.000	0.030	-0.028	0.001	0.037	0.002	0.007	-0.001	-0.011	-0.028	-0.024	-0.037	0.000	0.008	0.028	0.024	-0.000	-0.023	-0.023	-0.011	-0.005	0.012	0.006	0.011	0.018	0.034	0.022	0.021	-0.014	0.021	0.048	0.017	0.029
antiguidade	-0.132	0.030	1.000	-0.160	0.028	0.167	0.229	0.111	-0.063	-0.238	-0.390	-0.361	-0.519	0.101	0.072	0.262	0.380	-0.010	-0.168	-0.156	-0.030	-0.077	0.018	0.014	0.008	0.024	0.421	0.438	0.120	0.025	-0.044	0.148	0.215	0.288
area_construida	0.127	-0.028	-0.160	1.000	0.026	0.151	0.292	-0.357	0.271	0.146	-0.064	0.053	0.034	0.095	0.080	0.170	0.168	0.172	0.057	0.776	0.722	0.214	0.062	0.048	0.102	0.095	0.280	0.179	0.338	0.723	0.064	0.076	0.128	0.276
arico	0.052	0.001	0.028	0.026	1.000	0.024	0.006	-0.007	-0.030	-0.026	-0.004	0.002	-0.003	0.076	0.000	0.017	0.010	0.006	-0.007	0.003	-0.010	0.142	0.030	0.026	0.040	0.041	0.015	0.008	0.024	0.021	0.005	0.024	0.084	0.024
armarios	0.334	0.037	0.167	0.151	0.024	1.000	0.239	-0.179	0.142	0.140	-0.028	0.027	0.024	0.043	0.036	0.061	0.188	0.103	0.036	0.219	0.049	0.103	0.119	0.082	0.100	0.142	0.185	0.142	0.232	0.258	0.073	0.268	0.105	0.153
ascensor	0.138	0.002	0.229	0.292	0.006	0.239	1.000	-0.386	0.447	0.386	-0.119	0.001	-0.015	0.015	0.021	0.049	0.230	0.215	0.082	0.388	0.159	0.226	0.049	0.044	0.063	0.041	0.282	0.245	0.352	0.527	0.074	0.104	0.051	0.224
cat_calidad	-0.140	0.007	0.111	-0.357	-0.007	-0.179	-0.386	1.000	-0.306	-0.355	0.320	0.097	0.258	0.045	0.043	0.113	0.214	-0.215	-0.009	-0.395	-0.089	-0.142	0.036	0.028	0.061	0.043	0.288	0.298	0.330	-0.593	-0.035	0.076	0.085	0.244
cat_n_max_pisos	0.047	-0.001	-0.063	0.271	-0.030	0.142	0.447	-0.306	1.000	0.625	-0.160	-0.030	-0.046	0.052	0.043	0.139	0.186	0.130	0.082	0.267	0.172	0.306	0.037	0.036	0.053	0.036	0.166	0.177	0.324	0.361	0.030	0.093	0.127	0.125
cat_n_vecinos	0.069	-0.011	-0.238	0.146	-0.026	0.140	0.386	-0.355	0.625	1.000	0.029	0.071	0.127	0.002	0.010	0.061	0.274	0.087	0.144	0.179	0.062	0.208	0.005	0.004	0.000	0.000	0.230	0.330	0.105	0.218	0.018	0.068	0.013	0.171
distancia_castellana	-0.029	-0.028	-0.390	-0.064	-0.004	-0.028	-0.119	0.320	-0.160	0.029	1.000	0.361	0.707	0.000	0.000	0.000	0.000	-0.250	0.166	-0.112	0.054	-0.041	0.000	0.000	0.000	0.000	0.000	0.000	0.000	-0.438	-0.034	0.000	0.000	0.000
distancia_metro	0.022	-0.024	-0.361	0.053	0.002	0.027	0.001	0.097	-0.030	0.071	0.361	1.000	0.430	0.000	0.000	0.000	0.000	-0.092	0.047	0.033	0.066	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	-0.178	-0.012	0.000	0.000	0.000
distancia_puerta_sol	0.015	-0.037	-0.519	0.034	-0.003	0.024	-0.015	0.258	-0.046	0.127	0.707	0.430	1.000	0.000	0.000	0.000	0.000	0.116	0.371	-0.003	0.104	0.021	0.000	0.000	0.000	0.000	0.000	0.000	0.000	-0.317	-0.025	0.000	0.000	0.000
duplex	0.074	0.000	0.101	0.095	0.076	0.043	0.015	0.045	0.052	0.002	0.000	0.000	0.000	1.000	0.030	0.014	0.044	0.037	0.003	0.105	-0.006	-0.012	0.008	0.004	0.012	0.023	0.062	0.053	0.013	0.061	0.016	0.052	0.050	0.051
estudio	0.023	0.008	0.072	0.080	0.000	0.036	0.021	0.043	0.043	0.010	0.000	0.000	0.000	0.030	1.000	0.084	0.025	0.026	-0.020	-0.118	-0.297	-0.082	0.011	0.004	0.012	0.000	0.037	0.022	0.016	-0.098	0.013	0.044	0.078	0.049
interior	0.056	0.028	0.262	0.170	0.017	0.061	0.049	0.113	0.139	0.061	0.000	0.000	0.000	0.014	0.084	1.000	0.151	-0.021	0.066	0.193	0.263	0.122	0.036	0.037	0.041	0.061	0.164	0.135	0.033	0.069	0.022	0.061	0.190	0.157
jardin	0.144	0.024	0.380	0.168	0.010	0.188	0.230	0.214	0.186	0.274	0.000	0.000	0.000	0.044	0.025	0.151	1.000	0.108	0.134	0.251	0.098	0.078	0.055	0.057	0.055	0.068	0.480	0.671	0.242	0.174	0.033	0.172	0.124	0.355
latitud	0.060	-0.000	-0.010	0.172	0.006	0.103	0.215	-0.215	0.130	0.087	-0.250	-0.092	0.116	0.037	0.026	-0.021	0.108	1.000	0.173	0.195	0.040	0.040	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.451	0.030	0.000	0.000	0.000
longitud	0.047	-0.023	-0.168	0.057	-0.007	0.036	0.082	-0.009	0.082	0.144	0.166	0.047	0.371	0.003	-0.020	0.066	0.134	0.173	1.000	0.070	0.024	0.039	0.000	0.010	0.014	0.008	0.188	0.237	0.103	0.023	-0.005	0.111	0.115	0.142
n_banos	0.153	-0.023	-0.156	0.776	0.003	0.219	0.388	-0.395	0.267	0.179	-0.112	0.033	-0.003	0.105	-0.118	0.193	0.251	0.195	0.070	1.000	0.562	0.156	0.043	0.045	0.070	0.068	0.205	0.111	0.262	0.673	0.062	0.042	0.104	0.205
n_habitaciones	-0.037	-0.011	-0.030	0.722	-0.010	0.049	0.159	-0.089	0.172	0.062	0.054	0.066	0.104	-0.006	-0.297	0.263	0.098	0.040	0.024	0.562	1.000	0.179	0.000	0.005	0.011	0.000	0.009	0.012	0.006	0.396	0.013	0.011	0.003	0.006
n_piso	0.127	-0.005	-0.077	0.214	0.142	0.103	0.226	-0.142	0.306	0.208	-0.041	0.000	0.021	-0.012	-0.082	0.122	0.078	0.040	0.039	0.156	0.179	1.000	0.047	0.051	0.067	0.058	0.135	0.113	0.200	0.235	0.023	0.024	0.197	0.096
orientacion_e	0.085	0.012	0.018	0.062	0.030	0.119	0.049	0.036	0.037	0.005	0.000	0.000	0.000	0.008	0.011	0.036	0.055	0.000	0.000	0.043	0.000	0.047	1.000	0.084	0.105	0.109	0.035	0.013	0.077	0.075	0.032	0.082	0.059	0.046
orientacion_n	0.043	0.006	0.014	0.048	0.026	0.082	0.044	0.028	0.036	0.004	0.000	0.000	0.000	0.004	0.004	0.037	0.057	0.000	0.010	0.045	0.005	0.051	0.084	1.000	0.113	0.048	0.039	0.033	0.052	0.065	0.019	0.058	0.047	0.034
orientacion_o	0.077	0.011	0.008	0.102	0.040	0.100	0.063	0.061	0.053	0.000	0.000	0.000	0.000	0.012	0.012	0.041	0.055	0.000	0.014	0.070	0.011	0.067	0.105	0.113	1.000	0.052	0.044	0.026	0.082	0.115	0.035	0.073	0.051	0.054
orientacion_s	0.092	0.018	0.024	0.095	0.041	0.142	0.041	0.043	0.036	0.000	0.000	0.000	0.000	0.023	0.000	0.061	0.068	0.000	0.008	0.068	0.000	0.058	0.109	0.048	0.052	1.000	0.046	0.027	0.085	0.094	0.025	0.087	0.074	0.052
parking	0.171	0.034	0.421	0.280	0.015	0.185	0.282	0.288	0.166	0.230	0.000	0.000	0.000	0.062	0.037	0.164	0.480	0.000	0.188	0.205	0.009	0.135	0.035	0.039	0.044	0.046	1.000	0.543	0.235	0.289	-0.082	0.204	0.122	0.441
piscina	0.148	0.022	0.438	0.179	0.008	0.142	0.245	0.298	0.177	0.330	0.000	0.000	0.000	0.053	0.022	0.135	0.671	0.000	0.237	0.111	0.012	0.113	0.013	0.033	0.026	0.027	0.543	1.000	0.243	0.222	0.018	0.276	0.078	0.412
portero	0.165	0.021	0.120	0.338	0.024	0.232	0.352	0.330	0.324	0.105	0.000	0.000	0.000	0.013	0.016	0.033	0.242	0.000	0.103	0.262	0.006	0.200	0.077	0.052	0.082	0.085	0.235	0.243	1.000	0.437	0.064	0.100	0.067	0.179
precio	0.205	-0.014	0.025	0.723	0.021	0.258	0.527	-0.593	0.361	0.218	-0.438	-0.178	-0.317	0.061	-0.098	0.069	0.174	0.451	0.023	0.673	0.396	0.235	0.075	0.065	0.115	0.094	0.289	0.222	0.437	1.000	0.079	0.045	0.062	0.182
precio_parking	0.053	0.021	-0.044	0.064	0.005	0.073	0.074	-0.035	0.030	0.018	-0.034	-0.012	-0.025	0.016	0.013	0.022	0.033	0.030	-0.005	0.062	0.013	0.023	0.032	0.019	0.035	0.025	-0.082	0.018	0.064	0.079	1.000	0.000	0.000	0.014
status_inmueble	0.293	0.048	0.148	0.076	0.024	0.268	0.104	0.076	0.093	0.068	0.000	0.000	0.000	0.052	0.044	0.061	0.172	0.000	0.111	0.042	0.011	0.024	0.082	0.058	0.073	0.087	0.204	0.276	0.100	0.045	0.000	1.000	0.049	0.188
terraza	0.044	0.017	0.215	0.128	0.084	0.105	0.051	0.085	0.127	0.013	0.000	0.000	0.000	0.050	0.078	0.190	0.124	0.000	0.115	0.104	0.003	0.197	0.059	0.047	0.051	0.074	0.122	0.078	0.067	0.062	0.000	0.049	1.000	0.106
trastero	0.135	0.029	0.288	0.276	0.024	0.153	0.224	0.244	0.125	0.171	0.000	0.000	0.000	0.051	0.049	0.157	0.355	0.000	0.142	0.205	0.006	0.096	0.046	0.034	0.054	0.052	0.441	0.412	0.179	0.182	0.014	0.188	0.106	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	precio	area_construida	n_habitaciones	n_banos	terraza	ascensor	aire_acondicionado	amueblado	parking	precio_parking	orientacion_s	orientacion_e	orientacion_o	trastero	armarios	piscina	portero	jardin	estudio	n_piso	cat_n_max_pisos	cat_n_vecinos	cat_calidad	distancia_puerta_sol	distancia_metro	distancia_castellana	longitud	latitud	interior	status_inmueble	antiguidade
0	126000	47	1	1	0	1	1	3	0	1	0	0	0	1	1	1	1	1	0	1.0	7	319	3.0	8.058429	0.872075	6.868677	-3.766933	40.362485	1	3	13
1	235000	54	1	1	0	0	0	3	0	1	0	0	0	0	1	0	0	0	0	1.0	5	11	3.0	0.876369	0.116382	1.544125	-3.710725	40.422430	0	2	118
2	373000	75	2	1	0	0	1	3	0	1	1	0	0	1	1	0	0	0	0	3.0	6	26	3.0	0.907479	0.139109	1.608444	-3.711571	40.422190	1	2	103
4	228000	50	0	1	0	0	0	3	0	1	0	0	0	0	0	0	0	0	1	0.0	5	19	7.0	1.250231	0.337098	1.794136	-3.714340	40.408741	1	2	88
5	498000	127	3	2	0	1	0	3	0	1	0	0	0	0	0	0	0	0	0	3.0	5	18	3.0	0.541773	0.161436	1.168126	-3.707522	40.412639	1	3	118
6	225000	35	0	1	0	1	0	3	0	1	0	0	0	0	0	0	0	0	1	2.0	6	15	3.0	0.859565	0.126995	1.517437	-3.710395	40.422450	0	2	76
7	365000	100	2	1	1	1	0	3	0	1	0	0	0	0	0	0	1	0	0	4.0	6	26	6.0	1.346115	0.263445	1.762922	-3.714126	40.407409	1	2	58
8	425000	70	1	1	0	1	0	1	1	1	0	0	1	0	0	0	0	0	0	2.0	5	16	1.0	0.753575	0.437191	1.548310	-3.712390	40.414870	1	2	118
10	203000	44	0	1	0	1	1	2	0	1	0	1	0	0	1	0	0	0	1	5.0	5	13	2.0	0.654663	0.161172	1.401318	-3.709549	40.420509	0	2	68
11	213000	40	1	1	0	0	0	3	0	1	0	0	0	0	0	0	0	0	0	2.0	6	21	5.0	0.898478	0.349695	1.581541	-3.712250	40.411727	0	2	51

	precio	area_construida	n_habitaciones	n_banos	terraza	ascensor	aire_acondicionado	amueblado	parking	precio_parking	orientacion_n	orientacion_s	orientacion_e	orientacion_o	trastero	armarios	piscina	jardin	duplex	estudio	n_piso	cat_n_max_pisos	cat_n_vecinos	cat_calidad	distancia_puerta_sol	distancia_metro	distancia_castellana	longitud	latitud	interior	status_inmueble	antiguidade
94805	174000	85	0	2	0	1	1	3	1	1	0	0	0	1	0	0	0	1	1	1	1.0	3	67	5.0	9.503915	0.294355	8.392438	-3.593133	40.402823	1	2	11
94806	229000	120	3	2	1	1	1	3	1	1	0	0	0	1	0	1	0	1	1	0	0.0	3	67	5.0	9.494048	0.270004	8.380544	-3.593296	40.402615	1	2	13
94807	293000	107	3	2	0	1	1	3	1	1	0	0	0	1	1	1	1	1	0	0	5.0	8	20	7.0	8.476247	0.501479	7.327070	-3.606131	40.400215	1	2	14
94808	196000	33	0	1	0	1	1	3	1	1	0	0	0	0	0	1	1	0	0	1	2.0	1	1	4.0	6.549843	0.554890	4.857431	-3.631436	40.437287	1	2	10
94809	338000	103	2	1	1	1	1	3	1	1	1	0	0	0	0	1	0	1	0	0	3.0	5	74	4.0	8.759108	0.508877	7.374166	-3.601721	40.428977	1	2	20
94810	347000	115	3	2	1	1	1	3	1	1	0	0	0	0	1	1	1	1	0	0	1.0	7	58	3.0	10.003059	0.866826	8.276950	-3.592154	40.445810	1	2	9
94811	311000	93	2	2	0	1	1	3	1	1	1	1	0	0	1	1	1	1	0	0	2.0	7	161	3.0	10.198147	1.019788	8.496364	-3.589376	40.445013	1	2	11
94812	342000	121	2	2	1	1	1	2	1	1	0	0	1	0	1	1	1	1	0	0	3.0	6	107	3.0	11.204027	1.883650	9.573127	-3.576271	40.443196	1	2	9
94813	146000	62	3	1	0	0	0	2	0	1	0	0	0	0	0	1	0	0	0	0	3.0	4	17	5.0	8.780692	0.171736	6.941217	-3.608694	40.447931	0	2	48
94814	334000	93	3	1	1	1	1	3	0	1	1	0	1	0	0	1	1	1	0	0	2.0	9	301	5.0	11.070417	0.212377	8.799697	-3.585056	40.458098	1	2	44

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII